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Network with non-trivial topological features
context of network theory, a complex network is a graph (network) with non-trivial topological features—features that do not occur in simple networks such as
Complex_network
American media and entertainment company
Complex Networks is an American media and entertainment company for youth culture, based in New York City. It was founded as a bi-monthly magazine, Complex
Complex_Networks
Conceptual model to generate insight into climate science
field of complex networks has emerged as an area of science to generate insights into nature of complex systems The application of network theory to
Climate_as_complex_networks
Study of graphs as a representation of relations between discrete objects
game Quantum complex network Dual-phase evolution Network partition Network science Network theory in risk assessment Network topology Network analyzer Seven
Network_theory
Ability of a complex network to withstand failures and perturbations
is a critical attribute of many complex systems including complex networks. The study of robustness in complex networks is important for many fields. In
Robustness of complex networks
Robustness_of_complex_networks
Notion in network science of quantum information networks
Quantum complex networks are complex networks whose nodes are quantum computing devices. Quantum mechanics has been used to create secure quantum communications
Quantum_complex_network
Academic journal
The Journal of Complex Networks is a peer reviewed academic journal of complex networks. It is published by Oxford University Press. The journal was established
Journal_of_Complex_Networks
Network whose degree distribution follows a power law
scale-free network is a network whose degree distribution follows a power law, at least asymptotically. That is, the fraction P(k) of nodes in the network having
Scale-free_network
Academic field
Network science is an academic field which studies complex networks such as telecommunication networks, computer networks, biological networks, cognitive
Network_science
System composed of many interacting components
such a system as a network (graph) where the nodes represent the components and links represent their interactions. The term complex systems often refers
Complex_system
Social structure made up of a set of social actors
sciences. Together with other complex networks, it forms part of the nascent field of network science. The social network is a theoretical construct useful
Social_network
Complex network of nerves located in the upper abdomen
known as the solar plexus because of its radiating nerve fibers, is a complex network of nerves located in the abdomen, near where the celiac trunk, superior
Celiac_plexus
Graph where most nodes are reachable in a small number of steps
Small-world network example Hubs are bigger than other nodes A small-world network is a graph characterized by a high clustering coefficient and low distances
Small-world_network
Analysis of social structures using network and graph theory
scientists have used the concept of "social networks" since early in the 20th century to connote complex sets of relationships between members of social
Social_network_analysis
Network for communications over distance
A telecommunications network is a group of nodes interconnected by telecommunications links that are used to exchange messages between the nodes. The
Telecommunications_network
in the study of complex networks, present in both natural and artificial systems such as computer systems, brain and social networks, allowing further
Fractal_dimension_on_networks
Hungarian-American physicist (born 1967)
that complex networks could be adequately modeled as random networks. He is particularly renowned for his 1999 discovery of scale-free networks. In 1999
Albert-László_Barabási
Network that allows computers to share resources and communicate with each other
Dartmouth to his Complex Number Calculator at Bell Labs in New York. Today, almost all computers are connected to a computer network, such as the global
Computer_network
System whose behavior is not automatically predictable from its parts
A complex adaptive system (CAS) is a system that is complex in that it is a dynamic network of interactions, but the behavior of the ensemble may not
Complex_adaptive_system
Different definitions have been given for the dimension of a complex network or graph. For example, metric dimension is defined in terms of the resolving
Complex_network_zeta_function
Cell organelle that packages proteins for export
cisternae towards the trans face, to a complex network of membranes and associated vesicles known as the trans-Golgi network (TGN). This area of the Golgi is
Golgi_apparatus
Graph generated by a random process
areas in which complex networks need to be modeled – many random graph models are thus known, mirroring the diverse types of complex networks encountered
Random_graph
Complex network which connects several biologically relevant entities
A biological system is a complex network which connects several biologically relevant entities. Biological organization spans several scales and is determined
Biological_system
Topics referred to by the same term
Look up network, Networking, or networking in Wiktionary, the free dictionary. Network, networking and networked may refer to: Networks, a graph with
Network
Concept in graph theory
In the study of complex networks, a network is said to have community structure if the nodes of the network can be easily grouped into (potentially overlapping)
Community_structure
Italian British network scientist and mathematical physicist
Bianconi–Barabási model of growing of complex networks and for the Bose–Einstein condensation (network theory) in complex networks. She is a professor of applied
Ginestra_Bianconi
Structure in biology and artificial intelligence
together in a network can perform complex tasks. There are two main types of neural networks. In neuroscience, a biological neural network is a physical
Neural_network
Model in network science
The Bianconi–Barabási model is a model in network science that explains the growth of complex evolving networks. This model can explain that nodes with
Bianconi–Barabási_model
Topics referred to by the same term
Wiktionary, the free dictionary. The celiac plexus (or solar plexus) is a complex network of nerves located in the abdomen. Solar plexus or Solar Plexus may
Solar_Plexus
Underground animal home dug in soft dirt
range in complexity from a simple tube a few centimeters long to a complex network of interconnecting tunnels and chambers hundreds or thousands of meters
Burrow
Measure of network community structure
structure of networks or graphs which measures the strength of division of a network into modules (also called groups, clusters or communities). Networks with
Modularity_(networks)
Austrian-British businessman
Allana. "Pornhub is owned by a mysterious businessman through a 'complex network of subsidiaries' that have kept his identity a secret until now, according
Bernd_Bergmair
Number and type of nodes and alternative paths that exist within a computer network
Robustness of complex networks – Ability of a complex network to withstand failures and perturbations Michael H. Behringer (2009). "Classifying network complexity"
Network_complexity
Topics referred to by the same term
by Be'O and Zico, 2022 Complex Networks, publisher of the now-only-online magazine Complex Protein–ligand complex, a complex of a protein bound with
Complex
Topics referred to by the same term
multiple services and devices HMS Graph, a submarine of the UK Royal Navy Complex network Graf Graff (disambiguation) Graph database Grapheme, in linguistics
Graph
1966 book by French philosopher Michel Foucault
sciences begins with detailed, forensic analyses and discussion of the complex networks of sightlines, hidden-ness, and representation that exist in the group
The_Order_of_Things
structure, reciprocity is a quantitative measure used to study complex networks. In real network problems, people are interested in determining the likelihood
Reciprocity_(network_science)
Topics referred to by the same term
network is a complex network of companies, working together to accomplish certain goals. Other uses are: Fox Business Network Global Business Network
Business network (disambiguation)
Business_network_(disambiguation)
Topics referred to by the same term
Complexity Complexity (disambiguation) Systems theory Systems thinking Complex network This disambiguation page lists science articles associated with the
Complexity_theory
Israeli physicist and mathematician (born 1976)
physics, complex systems, nonlinear dynamics and network science. In 2013 he introduced the concept of universality in the dynamics of complex networks, showing
Baruch_Barzel
Method of representing systems
A biological network is a method of representing systems as complex sets of binary interactions or relations between various biological entities. In general
Biological_network
Natural Reserve in Sicily, Italy
of the first prehistoric settlements in Sicily. The reserve has a complex network of paths, shelters, water taps, picnic areas, museums, carpark, and
Riserva naturale dello Zingaro
Riserva_naturale_dello_Zingaro
Theorem in network theory
potentials at the network nodes (Kirchhoff's voltage law, KVL). The Tellegen theorem provides a useful tool to analyze complex network systems including
Tellegen's_theorem
Knowledge base that represents semantic relations between concepts in a network
A semantic network, or frame network is a knowledge base that represents semantic relations between concepts in a network. This is often used as a form
Semantic_network
Network software emulator
allows the combination of virtual and real devices, used to simulate complex networks. It uses Dynamips emulation software to simulate Cisco IOS. GNS3 is
Graphical_Network_Simulator-3
Electronics Engineers (IEEE) in 2014 for contributions to networked control and complex networks. "2014 elevated fellow". IEEE Fellows Directory. Archived
Zidong_Wang
Spanish statistical physicist
Sales-Pardo (born 1976) is a Spanish statistical physicist, complex systems scientist, and network scientist. She is an associate professor at Rovira i Virgili
Marta_Sales-Pardo
Computer providing a central resource or service
resources, or services to other computers called "clients" on a computer network. This architecture is called the client–server model. Servers can provide
Server_(computing)
Italian physicist
the Mediterranean School of Complex Networks, and in 2019 he has contributed to found the Italian Chapter of the Complex Systems Society, for which he
Manlio_De_Domenico
Loss of electric power to an area
loss of the electrical power network supply to an end user. There are many causes of power failures in an electricity network. Examples of these causes include
Power_outage
Arrangement of a communication network
Network topology is the arrangement of the elements (links, nodes, etc.) of a communication network. Network topology can be used to define or describe
Network_topology
notable individuals who research complex networks, including social networks, biological networks, and semantic networks, among others. Individuals are
List_of_network_scientists
Method used in statistical mechanics
recent years the study has been extended from regular lattices to complex networks. The shortcut model has been used in studying several processes and
Shortcut_model
Ability of a system to resist change without adapting its initial stable configuration
is a critical attribute of many complex systems including complex networks. The study of robustness in complex networks is important for many fields. In
Robustness
2002 anime television series
BD". Anime News Network. Ghost in the Shell: Stand Alone Complex official website (in Japanese) Production I.G's Stand Alone Complex website Manga Entertainment
Ghost in the Shell: Stand Alone Complex
Ghost_in_the_Shell:_Stand_Alone_Complex
Cuban-Spanish scientist
contributions in different disciplines, including mathematical chemistry and complex network theory. Estrada was born in the city of Sancti Spiritus, in the central
Ernesto_Estrada_(scientist)
Tidal island in northeast England
Castle, several lighthouses and other navigational markers, and a complex network of lime kilns. The island is part of the Northumberland Coast National
Lindisfarne
Waterways and watersheds draining into the bay or Pacific Ocean
The Hydrography of the San Francisco Bay Area is a complex network of watersheds, marshes, rivers, creeks, reservoirs, and bays predominantly draining
Hydrography of the San Francisco Bay Area
Hydrography_of_the_San_Francisco_Bay_Area
Italian artist, designer and researcher
Northeastern University working with Albert-Laszlo Barabasi at Center for Complex Network Research and with David Lazer and Fellows at the Institute for Quantitative
Mauro_Martino
British physicist
known for his fundamental contributions to the fields of complex systems and complex networks, for which he was awarded the APS Kadanoff Prize in 2024
Mark_Newman
Application software
all-in-one software platform for analyzing and visualizing complex network data, based on Social Network Analysis (SNA). Originally released in 2001, it supports
NetMiner
Belgian mathematician
University of Oxford. He has contributed to the field of complex networks. He became a fellow of the Network Science Society in 2025. Born in Namur, Belgium,
Renaud_Lambiotte
American mathematician (born 1959)
biology and complex network theory. With Duncan Watts, he developed the Watts–Strogatz model to explain how nodes in a small-world network have in average
Steven_Strogatz
directed and weighted complex networks has recently been the subject of intense study by a number of groups in wide variety of networks, worldwide. Recent
Network_controllability
Virtualization software
Marionnet is a virtual network laboratory: it allows users to define, configure and run complex computer networks without any need for physical setup.
Marionnet
American computer scientist
Network Science Society in 2019, and Fellow of the American Association for the Advancement of Science in 2024. D'Souza works on theory and complex systems
Raissa_D'Souza
American rapper (born 1984)
October 2021 via Prime Video. The film was produced by Mad Solar, Complex Networks and Film 45, set for release in November 2021, and billed as a look
Kid_Cudi
in the area of statistical physics, nonlinear physics, complex systems, and complex networks. List of physics awards "European Physical Society (EPS)"
EPS Statistical and Nonlinear Physics Prize
EPS_Statistical_and_Nonlinear_Physics_Prize
Plasma membrane invagination at the cell division site
network, in addition to microtubules and microfilaments for division and movement. The cleavage furrow mechanism in animal cells is a complex network
Cleavage_furrow
Italian physicist
on complex systems, in particular on the structure and dynamics of complex networks. Latora received a PhD in physics from the University of Catania in
Vito_Latora
Standard hostname for a networked device's loopback interface
access the network services that are running on the host via the loopback network interface. Using the loopback interface bypasses any local network interface
Localhost
American television evangelist (1935–2025)
married to Minnie Herron's sister, Mamie. The extended family had a complex network of familial interrelationships; "cousins and in-laws and other relatives
Jimmy_Swaggart
Object Management Group standard
transportation systems, and other applications. DDS is a networking middleware that simplifies complex network programming. It implements a publish–subscribe pattern
Data_Distribution_Service
Barbican in Poland
outpost) in Warsaw, Poland, and one of few remaining relics of the complex network of historic fortifications that once encircled Warsaw. Located between
Warsaw_Barbican
Type of computer network design
cases, a complex network with many switches is not required. Flat networks are also generally easier to administer and maintain because less complex switches
Flat_network
Mathematical theory on behavior of connected clusters in a random graph
of a network when nodes or links are added. This is a geometric type of phase transition, since at a critical fraction of addition the network of small
Percolation_theory
Nerve in the abdominal region
The renal plexus is a complex network of nerves formed by filaments from the celiac ganglia and plexus, aorticorenal ganglia, lower thoracic splanchnic
Renal_plexus
Degree of connectedness within a graph
to the rest of the network may at first seem counter-intuitive, it follows directly from the above definitions. Complex networks have heterogeneous topology
Centrality
Network of radio communication facilities run by NASA
antennas at all three DSN Complexes communicate directly with the Deep Space Operations Center (also known as Deep Space Network operations control center)
NASA_Deep_Space_Network
Topics referred to by the same term
graph components Modularity (networks), a benefit function that measures the quality of a division of a Complex network into communities Protein module
Module
Assemblage of connected electrical elements
network that contains active electronic components is known as an electronic circuit. Such networks are generally nonlinear and require more complex design
Electrical_network
Type of sub-graph
structural design principles of complex networks. Although network motifs may provide a deep insight into the network's functional abilities, their detection
Network_motif
Multiple interactions and regulation of life forms with their environment
complies with an operator type that is at least as complex as the cell. Life can be modelled as a network of inferior negative feedbacks of regulatory mechanisms
Living_systems
Type of artificial neural network
circuits assembled into complex networks. Recent neuromorphic implementations of analog VLSI-based physical neural networks include the NeuroGrid, BrainScale-S2
Physical_neural_network
Spatial analysis tools for geographic networks
A transport network, or transportation network, is a network or graph in geographic space, describing an infrastructure that permits and constrains movement
Transport_network_analysis
Computational model used in machine learning
neural network (NN) or artificial neural network (ANN) is a computational model inspired by the structure and functions of biological neural networks. A neural
Neural network (machine learning)
Neural_network_(machine_learning)
Deep Space Network is located on three continents—Goldstone Deep Space Communications Complex (GDSCC), Canberra Deep Space Communications Complex (CDSCC)
List of antennas in NASA's Deep Space Network
List_of_antennas_in_NASA's_Deep_Space_Network
Network representing spatial objects
Analytic Software Cascading failure – Systemic risk of failure Complex network – Network with non-trivial topological features Planar graphs – Graph that
Spatial_network
Lake network in Cyprus
Λάρνακας, romanized: Alykí Lárnakas, Turkish: Larnaka Tuz Gölü) is a complex network of four salt lakes (3 of them interconnected) of different sizes to
Larnaca_Salt_Lake
Hybrid suburban commuter railway line in Paris, France
addition, the RER C's complicated operating schedule created by its complex network of numerous branches means the entire line is vulnerable to delays
RER_C
Spanish physicist
(Spain). He is known for his works on complex systems, in particular on the structure and dynamics of complex networks. Gomez-Gardeñes received a PhD in physics
Jesús_Gómez-Gardeñes
2005 novel by Charlaine Harris
teenage girl in a small town in the Ozark mountains, only to encounter a complex network of lies and murders. In 2011–2012, Grave Sight was adapted into graphic
Grave_Sight
Type of filter in signal processing
by using the entire Bode network as the Z branch of a Zobel network, resulting in a rather complex network of bridge T networks embedded in a larger bridge
Zobel_network
Measure of connection disorder in a network
relevant metric to quantitatively characterize real complex networks and can also be used to quantify network complexity According to a 2018 publication by
Network_entropy
Polish fortified defensive outpost
Kraków, Poland. The barbican is one of the few remaining relics of the complex network of fortifications and defensive barriers that once encircled the royal
Kraków_Barbican
Programmable electronic component
can be used in place of traditional NICs to relieve the main CPU of complex networking responsibilities and other "infrastructural" duties; although their
Data_processing_unit
densities in the complex networks have different node-degree distribution, as Flickr Network Analysis suggests. The sparsely connected networks have a scale
Sparse_network
networks in mathematics and neuro-science of an 8-year period (1991–1998) to understand the topological and dynamical laws governing complex networks
Scientific collaboration network
Scientific_collaboration_network
Portuguese physicist (born 1968)
research in complex systems and complex networks. His specific research interests include the emergence, evolution, and stability of complex social and
Luís_Amaral
Species of moth
about 7.5 cm (3 in). The fore wings and the thorax are black, with a complex network of bold white veining and white margins. The hind wings and abdomen
Parthenice_tiger_moth
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